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Greenhouse Effects in Global Warming based on Analogical Reasoning

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Abstract

Using an analogy in science and everyday life is a double-edged sword because they are accompanied by alternative ideas, in addition to scientific concepts. Schools and public education explain global warming by making a common analogy between this phenomenon and greenhouse effects (Chen in Philos Cogn Sci 105–114, 2012). Unfortunately, this analogy sometimes produces various incorrect explanatory mental models. To construct a correct understanding of global warming, it is necessary: first, to investigate the attributes of analogical reasoning; second, to understand these features by restructuring the greenhouse analogy; and third, to explore the problems and benefits of the greenhouse analogy. The characteristics of relations, rather than objects, must be mapped according to the principle of systematicity, but the public tends to preserve the attributes of the base domain, which is mapped relatively easily. In conclusion, certain facets of the prevailing greenhouse analogy cause a distorted public view of climate change. We must use the greenhouse analogy and yet simultaneously emphasize the relations and attributes highlighted and hidden in the analogy during evaluation.

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References

  • Bell, T. E. (2007). Science 101: Water, Smithsonian. New York: HarperCollins Publishers.

    Google Scholar 

  • Boyes, E., & Stanisstreet, M. (1992). Students’ perceptions of global warming. International Journal of Environmental Studies, 42(4), 287–300.

    Article  Google Scholar 

  • Boyes, E., & Stanisstreet, M. (1997). Children’s models of understanding of two major global environmental issues (ozone layer and greenhouse effect). Research in Science and Technological Education, 15(1), 19–28.

    Article  Google Scholar 

  • Boyes, E., Stanisstreet, M., & Daniel, B. (2004, April). High school students’ beliefs about the extent to which actions might reduce global warming. Paper given at the 15th Global Warming International Conference and Expo, San Francisco.

  • Boyes, E., Stanisstreet, M., & Yongling, Z. (2008). Combating global warming: The ideas of high school students in the growing economy of South East China. International Journal of Environmental Studies, 65(2), 233–245.

    Article  Google Scholar 

  • Brown, D. E. (1992). Using examples and analogies to remediate misconceptions in physics: Factors influencing conceptual change. Journal of Research in Science Teaching, 29, 17–34.

    Article  Google Scholar 

  • Chen, X. (2012). The greenhouse metaphor and the greenhouse effect: A case study of a flawed analogous model. In L. Magnani & P. Li (Eds.), Philosophy and cognitive science (pp. 105–114). Berlin: Springer.

    Chapter  Google Scholar 

  • Conway, E. (2008). What’s in a name? Global warming vs. climate change. Retrieved June 20, 2013, http://www.nasa.gov/topics/earth/features/climate_by_any_other_name.html.

  • Corbett, J. B., & Durfee, J. L. (2004). Testing public (un)certainty of science: Media representations of global warming. Science Communication, 26(2), 129–151.

    Article  Google Scholar 

  • Dagher, Z. R. (1995). Analysis of analogies used by science teachers. Journal of Research in Science Teaching, 32(3), 259–270.

    Article  Google Scholar 

  • Duit, R. (1991). On the role of analogies and metaphors in learning science. Science Education, 75(6), 649–672.

    Article  Google Scholar 

  • Gentner, D. (1980). Metaphor as structure-mapping. Paper presented at the meeting of the American Psychology Association, Montreal.

  • Gentner, D. (1983). Structure-mapping: A theoretical framework for analogy. Cognitive Science, 7, 155–170.

    Article  Google Scholar 

  • Gentner, D. (1989). The Mechanisms of analogical learning. In S. Vosniadou & A. Ortony (Eds.), Similarity and analogical reasoning (pp. 199–241). New York: Cambridge University Press.

    Chapter  Google Scholar 

  • Gentner, D., Brem, S., Ferguson, R. W., Markman, A. B., Levidow, B. B., Wolff, P., et al. (1997). Analogical reasoning and conceptual change: A case study of Johannes Kepler. The Journal of the Learning Sciences, 6(1), 3–40.

    Article  Google Scholar 

  • Gentner, D., & Genter, D. R. (1983). Flowing waters or teeming crowds: Mental models of electricity. In D. Gentner & A. Stevens (Eds.), Mental models. NJ: Lawrence Erlbaum Press.

    Google Scholar 

  • Gentner, D., & Jeziorski, M. (1993). The shift from metaphor to analogy in western science. In A. Ortony (Ed.), Metaphor and thought (2nd ed., pp. 447–480). Cambridge: Cambridge University Press.

    Chapter  Google Scholar 

  • Gentner, D., & Markman, A. B. (1997). Structure mapping in analogy and similarity. American Psychologist, 52(1), 45–56.

    Article  Google Scholar 

  • Gentner, D., & Smith, L. (2012). Analogical reasoning. In V. S. Ramachandran (Ed.), Encyclopedia of human behavior (2nd ed., pp. 130–136). Oxford: Elsevier.

    Chapter  Google Scholar 

  • Gentner, D., & Stuart, P. (1983). Metaphor as structure-mapping: What develops (Tech. Rep. No. 5479). Cambridg: Bolt, Beranek, and Newman.

  • Gentner, D., & Toupin, C. (1986). Systematicity and surface similarity in the development of analogy. Cognitive Science, 101, 277–300.

    Article  Google Scholar 

  • Gick, M., & Holyoak, K. J. (1980). Analogical problem solving. Cognitive Psychology, 12, 306–355.

    Article  Google Scholar 

  • Glynn, S. M., Duit, R., & Thiele, R. B. (1995). Teaching science with analogies: A strategy for constructing knowledge. In S. M. Glynn & R. Duit (Eds.), Learning science in the schools: Research reforming practice (pp. 247–273). Mahwah: Erlbaum.

    Google Scholar 

  • Hargreaves, I., Lewis, J., & Speers, T. (2003). Towards a better map: Science, the public and the media. London: Economic and Social Research Council.

    Google Scholar 

  • Harrison, A., & Treagust, D. (2006). Teaching and learning with analogies—friend or foe. In P. Aubusson, A. Harrison, & D. Ritchie (Eds.), Metaphor and analogy in science education (pp. 11–24). Dordrecht: Springer.

    Chapter  Google Scholar 

  • Hesse, M. B. (1966). Models and analogies in science. Notre Dame: University of Notre Dame University.

    Google Scholar 

  • Holyoak, K. J. (1985). The pragmatics of analogical transfer. In G. H. Bower (Ed.), The psychology of learning and motivation (Vol. 19, pp. 59–87). New York: Academic Press.

    Google Scholar 

  • Holyoak, K. J. (2005). Analogy. In K. J. Holyoak & R. G. Morrison (Eds.), The Cambridge handbook of thinking and reasoning (pp. 117–142). Cambridge: Cambridge Univ. Press.

    Google Scholar 

  • Holyoak, K. J., & Thagard, P. (1989). Analogical mapping by constraint satisfaction. Cognitive Science, 13, 295–355.

    Article  Google Scholar 

  • Holyoak, K. J., & Thagard, P. (1996). Mental leaps: Analogy in creative thought. Cambridge: MIT.

    Google Scholar 

  • Holyoak, K. J., & Thagard, P. (1997). The analogical mind. American Psychologist, 52(1), 35–44.

    Article  Google Scholar 

  • Inhelder, B., & Piaget, J. (1958). The growth of logical thinking from childhood to adolescence. New York: Basic Books.

    Book  Google Scholar 

  • Jeffries, H., Stanisstreet, M., & Boyes, E. (2001). Knowledge about the greenhouse effect: Have college students improves? Research in Science and Technological Education, 19(2), 205–221.

    Article  Google Scholar 

  • Keane, M. T. (1988). Analogical mechanisms. Artificial Intelligence Review, 2, 229–250.

    Article  Google Scholar 

  • Kook, D. S. (2003). An Analysis of 10th Grade Science Textbook as an origin of misconception on greenhouse effect concept. Journal of the Korean Association for Research in Science Education, 23(5), 592–598.

    Google Scholar 

  • Kwak, Y. S. (2004). Korean Fifteen-Year-Olds’ alternative conceptions on the greenhouse effect revealed in PISA test results. Journal of the Korean Association for Research in Science Education, 24(3), 668–674.

    Google Scholar 

  • Lakoff, G., & Johnson, M. (1980). Metaphors we live by. Chicago: The University of Chicago Press.

    Google Scholar 

  • Meira, P. A. (2006). People’s ideas about climate change (in Spanish). Ciclos, 18, 5–12.

    Google Scholar 

  • Michail, S., Stamou, A. G., & Stamou, G. P. (2007). Greek primary school teachers’ understanding of current environmental issues: An exploration of their environmental knowledge and images of nature. Science Education, 91, 244–259.

    Article  Google Scholar 

  • Miller, G. A. (1993). Images and models, similes and metaphors. In A. Ortony (Ed.), Metaphor and thought (2nd ed., pp. 357–400). Cambridge: Cambridge University Press.

    Chapter  Google Scholar 

  • Niebert, K., Marsch, S., & Treagust, D. (2012). Understanding needs embodiment: A theory-guided reanalysis of the role of metaphors and analogies in understanding science. Science Education, 96, 849–877.

    Article  Google Scholar 

  • Papadimitriou, V. (2004). Prospective primary teachers’ understanding of climate change, greenhouse effect, and ozone layer depletion. Journal of Science Education and Technology, 13(2), 299–307.

    Article  Google Scholar 

  • Polya, G. (1954). Mathematics and plausible reasoning, Vol. I: Induction and analogy in mathematics. Princeton: Princeton University Press.

  • Rebich, S., Deustch, K., & Gautier, C. (2006). Misconceptions about the greenhouse effect. Journal of Geoscience Education, 54(3), 386–395.

    Article  Google Scholar 

  • Rebich, S., & Gautier, C. (2005). Concept mapping to reveal prior knowledge and conceptual change in a mock summit course on global climate change. Journal of Geoscience Education, 53, 5–16.

    Article  Google Scholar 

  • Schon, D. (1979). Generative metaphor: A perspective on problem setting in social policy. In A. Ortony (Ed.), Metaphor and thought. New York: Cambridge University Press.

    Google Scholar 

  • Thagard, P. (1992). Analogy, explanation, and education. Journal of Research in Science Teaching, 29, 537–544.

    Article  Google Scholar 

  • The Ocean Project (2009). America, the ocean, and climate change: New research insights for conservation, awareness, and action. http://theoceanproject.org/resources.php.

  • Treagust, D. F., Harrison, A. G., & Venville, G. J. (1996). Using an analogical teaching approach to engender conceptual change. International Journal of Science Education, 18(2), 213–229.

    Article  Google Scholar 

  • Venville, G. J., & Treagust, D. F. (1997). Analogies in biology education: A contentious issue. The American Biology Teacher, 59, 282–287.

    Article  Google Scholar 

  • Vosniadou, S., & Brewer, W. F. (1987). Theories of knowledge restructuring in development. Review of Educational Research, 57(1), 51–67.

    Article  Google Scholar 

  • Vosniadou, S., & Ortony, A. (1989). Similarity and analogical reasoning: A synthesis. In S. Vosniadou & A. Ortony (Eds.), Similarity and analogical reasoning (pp. 1–18). Cambridge: Cambridge Press.

    Chapter  Google Scholar 

  • Ward, T. B. (1998). Analogical distance and purpose in creative thought: Mental leaps versus mental hops. In K. J. Holyoak, D. Gentner, & B. Kokinov (Eds.), Advances in analogy research: Integration of theory and data from the cognitive, computational, and neural sciences (pp. 221–230). Sofia: New Bulgarian University.

    Google Scholar 

  • Whitmarsh, L. (2009). What’s in a name? Commonalities and differences in public understanding of “climate change” and “global warming”. Public Understanding of Science, 18, 401–420.

    Article  Google Scholar 

  • Yoon, H.-G., Kim, M., Boyes, E., Stanisstreet, M., & Skamp, K. (2011). Understanding Students’ Beliefs about Actions and Willingness to Acton Global Warming in Korea and Singapore. Journal of Korean Association Education, 31(2), 181–197.

    Google Scholar 

Download references

Acknowledgments

Paper presented at KAIST/KSAP International Workshop Logic and Time: The Legacy of Arthur N. Prior, November 6–7, 2015, KAIST, South Korea, This work was supported by the National Research Foundation of Korea grant funded by the Korean government (NRF2014S1A3A2044609).

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Correspondence to Jun-Young Oh.

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Oh, JY., Jeon, E.C. Greenhouse Effects in Global Warming based on Analogical Reasoning. Found Sci 22, 827–847 (2017). https://doi.org/10.1007/s10699-016-9501-z

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